{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Matplotlib图鉴——基础饼图\n",
    "\n",
    "## 公众号：可视化图鉴"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.3.3\n",
      "1.1.5\n",
      "1.19.5\n"
     ]
    }
   ],
   "source": [
    "import matplotlib\n",
    "print(matplotlib.__version__) #查看Matplotlib版本\n",
    "import pandas as pd\n",
    "print(pd.__version__) #查看pandas版本\n",
    "import numpy as np\n",
    "print(np.__version__) #查看numpy版本\n",
    "import matplotlib.pyplot as plt \n",
    "plt.rcParams['font.sans-serif'] = ['STHeiti']  #设置中文"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "注意，代码在以下环境全部通过测试:\n",
    "- Python 3.7.1\n",
    "- Matplotlib == 3.3.2\n",
    "- pandas == 1.2.0\n",
    "- numpy == 1.19.2\n",
    "\n",
    "因版本不同，可能会有部分语法差异，如有报错，请先检查拼写及版本是否一致！"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 进阶饼图 - 增加分割块"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x648 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8,9)) \n",
    "data = [100,90,80,70,60,50,40,30,20,10,7,5]\n",
    "labels = ['A','B','C','D','E','F','G','H','I','J','K','L']\n",
    "colors = ['#ffcdd2','#ef9a9a','#F8BBD0','#F48FB1','#E1BEE7','#CE93D8','#D1C4E9','#B39DDB','#C5CAE9','#9FA8DA','#BBDEFB'\n",
    "         ,'#90CAF9']\n",
    "explode = (0,0,0,0,0,0.3,0.4,0.5,0.7,0.9,1.1,1.2) \n",
    "\n",
    "patches,l_text,p_text = plt.pie(data,\n",
    "                      explode=explode,\n",
    "                      labels=labels,\n",
    "                      colors=colors,\n",
    "                      autopct = '%1.1f%%', \n",
    "                      shadow = True, #设置阴影设置\n",
    "                      startangle = 0 \n",
    "                      )\n",
    "\n",
    "plt.legend(patches, labels,\n",
    "          loc=\"center left\",\n",
    "          bbox_to_anchor=(1, 0.2, 1, 1),\n",
    "          fontsize=15)\n",
    "\n",
    "for t in l_text:\n",
    "    t.set_size(15)\n",
    "for t in p_text:\n",
    "    t.set_size(12)\n",
    "\n",
    "plt.title(\"进阶饼图-增加分割块\",fontsize = 25) \n",
    "plt.axis('equal')\n",
    "plt.savefig(\"C_9.png\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 进阶饼图 - 南丁格尔玫瑰图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib as mpl\n",
    "r = [300,290,280,270,260,250,240,230,220,210,200,190,180,170,160,150,140,130,120] \n",
    "#颜色预处理\n",
    "r = pd.DataFrame(r)\n",
    "N= r.shape[0]\n",
    "width= 2*np.pi/N\n",
    "rad = np.cumsum([width]* N) - width/2\n",
    "cm = mpl.cm.get_cmap('Reds')\n",
    "colors = cm((rad - rad.min())/ (rad.max()-rad.min()))[::-1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 576x648 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "\n",
    "fig = plt.figure(figsize=(8,9)) \n",
    "ax = plt.subplot(111, projection='polar')\n",
    "ax.set_theta_direction(-1)\n",
    "ax.set_theta_zero_location('N')\n",
    "\n",
    "r = [300,290,280,270,260,250,240,230,220,210,200,190,180,170,160,150,140,130,120] \n",
    "theta = np.linspace(0, np.pi*2, len(r), endpoint = False)  # 360度等分成n份\n",
    "\n",
    "patches = ax.bar(theta, r,\n",
    "      width = 0.3,\n",
    "      color = colors,\n",
    "      align = 'edge',\n",
    "      bottom = 100)\n",
    "\n",
    "ax.text(np.pi*3/2-0.25, 90, '南丁格尔玫瑰', fontsize = 15)\n",
    "\n",
    "for angle, height in zip(theta, r):\n",
    "    ax.text(angle+0.1, height+130, str(height),\n",
    "           fontsize = 15)\n",
    "\n",
    "plt.legend(patches, labels,\n",
    "          loc=\"center left\",\n",
    "          bbox_to_anchor=(1.1, 0.3, 1, 1),\n",
    "          fontsize=15)\n",
    "   \n",
    "\n",
    "\n",
    "plt.title(\"进阶饼图 - 南丁格尔玫瑰图\",fontsize = 20)\n",
    "plt.axis('off')\n",
    "plt.tight_layout()\n",
    "plt.savefig(\"C_10.png\")\n",
    "\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
